feat: dynamic flow control p3: add FlowControllerEventStats

gax/src/main/java/com/google/api/gax/batching/BatcherImpl.java

@@ -293,9 +293,8 @@ public void close() throws InterruptedException {
     }
   }
 
-  /** Package-private for use in testing. */
-  @VisibleForTesting
-  FlowController getFlowController() {
+  @InternalApi("For google-cloud-java client use only")
+  public FlowController getFlowController() {
     return flowController;
   }
 

gax/src/main/java/com/google/api/gax/batching/FlowControlEventStats.java

@@ -0,0 +1,144 @@
+/*
+ * Copyright 2021 Google LLC
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions are
+ * met:
+ *
+ *     * Redistributions of source code must retain the above copyright
+ * notice, this list of conditions and the following disclaimer.
+ *     * Redistributions in binary form must reproduce the above
+ * copyright notice, this list of conditions and the following disclaimer
+ * in the documentation and/or other materials provided with the
+ * distribution.
+ *     * Neither the name of Google LLC nor the names of its
+ * contributors may be used to endorse or promote products derived from
+ * this software without specific prior written permission.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ * A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+ * OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+ * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+ * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+ * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+ * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ */
+package com.google.api.gax.batching;
+
+import static com.google.api.gax.batching.FlowController.LimitExceededBehavior;
+
+import com.google.api.core.InternalApi;
+import com.google.api.gax.batching.FlowController.FlowControlException;
+import com.google.common.annotations.VisibleForTesting;
+import com.google.common.base.Preconditions;
+import java.util.concurrent.TimeUnit;
+import javax.annotation.Nullable;
+
+/**
+ * Record the statistics of flow control events.
+ *
+ * <p>This class is populated by FlowController, which will record throttling events. Currently it
+ * only keeps the last flow control event, but it could be expanded to record more information in
+ * the future. The events can be used to dynamically adjust concurrency in the client. For example:
+ *
+ * <pre>{@code
+ * // Increase flow control limits if there was throttling in the past 5 minutes and throttled time
+ * // was longer than 1 minute.
+ * while(true) {
+ *    FlowControlEvent event = flowControlEventStats.getLastFlowControlEvent();
+ *    if (event != null
+ *         && event.getTimestampMs() > System.currentMillis() - TimeUnit.MINUTES.toMillis(5)
+ *         && event.getThrottledTimeInMs() > TimeUnit.MINUTES.toMillis(1)) {
+ *      flowController.increaseThresholds(elementSteps, byteSteps);
+ *    }
+ *    Thread.sleep(TimeUnit.MINUTE.toMillis(10));
+ * }
+ * }</pre>
+ */
+@InternalApi("For google-cloud-java client use only")
+public class FlowControlEventStats {
+
+  private volatile FlowControlEvent lastFlowControlEvent;
+
+  // We only need the last event to check if there was throttling in the past X minutes so this
+  // doesn't need to be super accurate.
+  void recordFlowControlEvent(FlowControlEvent event) {
+    if (lastFlowControlEvent == null || event.compareTo(lastFlowControlEvent) > 0) {
+      lastFlowControlEvent = event;
+    }
+  }
+
+  public FlowControlEvent getLastFlowControlEvent() {
+    return lastFlowControlEvent;
+  }
+
+  /**
+   * A flow control event. Record throttled time if {@link LimitExceededBehavior} is {@link
+   * LimitExceededBehavior#Block}, or the exception if the behavior is {@link
+   * LimitExceededBehavior#ThrowException}.
+   */
+  public static class FlowControlEvent implements Comparable<FlowControlEvent> {
+    static FlowControlEvent createReserveDelayed(long throttledTimeInMs) {
+      return createReserveDelayed(System.currentTimeMillis(), throttledTimeInMs);
+    }
+
+    static FlowControlEvent createReserveDenied(FlowControlException exception) {
+      return createReserveDenied(System.currentTimeMillis(), exception);
+    }
+
+    /** Package-private for use in testing. */
+    @VisibleForTesting
+    static FlowControlEvent createReserveDelayed(long timestampMs, long throttledTimeInMs) {
+      Preconditions.checkArgument(timestampMs > 0, "timestamp must be greater than 0");
+      Preconditions.checkArgument(throttledTimeInMs > 0, "throttled time must be greater than 0");
+      return new FlowControlEvent(timestampMs, throttledTimeInMs, null);
+    }
+
+    /** Package-private for use in testing. */
+    @VisibleForTesting
+    static FlowControlEvent createReserveDenied(long timestampMs, FlowControlException exception) {
+      Preconditions.checkArgument(timestampMs > 0, "timestamp must be greater than 0");
+      Preconditions.checkNotNull(
+          exception, "FlowControlException can't be null when reserve is denied");
+      return new FlowControlEvent(timestampMs, null, exception);
+    }
+
+    private long timestampMs;
+    private Long throttledTimeMs;
+    private FlowControlException exception;
+
+    private FlowControlEvent(
+        long timestampMs,
+        @Nullable Long throttledTimeMs,
+        @Nullable FlowControlException exception) {
+      this.timestampMs = timestampMs;
+      this.throttledTimeMs = throttledTimeMs;
+      this.exception = exception;
+    }
+
+    public long getTimestampMs() {
+      return timestampMs;
+    }
+
+    @Nullable
+    public FlowControlException getException() {
+      return exception;
+    }
+
+    @Nullable
+    public Long getThrottledTime(TimeUnit timeUnit) {
+      return throttledTimeMs == null
+          ? null
+          : timeUnit.convert(throttledTimeMs, TimeUnit.MILLISECONDS);
+    }
+
+    @Override
+    public int compareTo(FlowControlEvent otherEvent) {
+      return Long.compare(this.getTimestampMs(), otherEvent.getTimestampMs());
+    }
+  }
+}

gax/src/main/java/com/google/api/gax/batching/FlowController.java

@@ -31,7 +31,10 @@
 
 import com.google.api.core.BetaApi;
 import com.google.api.core.InternalApi;
+import com.google.api.gax.batching.FlowControlEventStats.FlowControlEvent;
 import com.google.common.base.Preconditions;
+import com.google.common.base.Stopwatch;
+import java.util.concurrent.TimeUnit;
 import javax.annotation.Nullable;
 
 /** Provides flow control capability. */
@@ -149,6 +152,11 @@ public enum LimitExceededBehavior {
   private final LimitExceededBehavior limitExceededBehavior;
   private final Object updateLimitLock;
 
+  // Threshold to record throttling events. If reserve() takes longer than this threshold, it will
+  // be recorded as a throttling event.
+  private static final long RESERVE_FLOW_CONTROL_THRESHOLD_MS = 1;
+  private final FlowControlEventStats flowControlEventStats;
+
   public FlowController(FlowControlSettings settings) {
     // When the FlowController is initialized with FlowControlSettings, flow control limits can't be
     // adjusted. min, current, max element count and request bytes are initialized with the max
@@ -160,6 +168,7 @@ public FlowController(FlowControlSettings settings) {
   public FlowController(DynamicFlowControlSettings settings) {
     this.limitExceededBehavior = settings.getLimitExceededBehavior();
     this.updateLimitLock = new Object();
+    this.flowControlEventStats = new FlowControlEventStats();
     switch (settings.getLimitExceededBehavior()) {
       case ThrowException:
       case Block:
@@ -204,10 +213,15 @@ public void reserve(long elements, long bytes) throws FlowControlException {
     Preconditions.checkArgument(elements >= 0);
     Preconditions.checkArgument(bytes >= 0);
 
+    Stopwatch stopwatch = Stopwatch.createStarted();
     if (outstandingElementCount != null) {
       if (!outstandingElementCount.acquire(elements)) {
-        throw new MaxOutstandingElementCountReachedException(
-            outstandingElementCount.getPermitLimit());
+        MaxOutstandingElementCountReachedException exception =
+            new MaxOutstandingElementCountReachedException(
+                outstandingElementCount.getPermitLimit());
+        flowControlEventStats.recordFlowControlEvent(
+            FlowControlEvent.createReserveDenied(exception));
+        throw exception;
       }
     }
 
@@ -218,9 +232,17 @@ public void reserve(long elements, long bytes) throws FlowControlException {
         if (outstandingElementCount != null) {
           outstandingElementCount.release(elements);
         }
-        throw new MaxOutstandingRequestBytesReachedException(outstandingByteCount.getPermitLimit());
+        MaxOutstandingRequestBytesReachedException exception =
+            new MaxOutstandingRequestBytesReachedException(outstandingByteCount.getPermitLimit());
+        flowControlEventStats.recordFlowControlEvent(
+            FlowControlEvent.createReserveDenied(exception));
+        throw exception;
       }
     }
+    long elapsed = stopwatch.elapsed(TimeUnit.MILLISECONDS);
+    if (elapsed >= RESERVE_FLOW_CONTROL_THRESHOLD_MS) {
+      flowControlEventStats.recordFlowControlEvent(FlowControlEvent.createReserveDelayed(elapsed));
+    }
   }
 
   public void release(long elements, long bytes) {
@@ -333,4 +355,9 @@ public Long getCurrentElementCountLimit() {
   public Long getCurrentRequestBytesLimit() {
     return outstandingByteCount == null ? null : outstandingByteCount.getPermitLimit();
   }
+
+  @InternalApi("For google-cloud-java client use only")
+  public FlowControlEventStats getFlowControlEventStats() {
+    return flowControlEventStats;
+  }
 }

gax/src/test/java/com/google/api/gax/batching/FlowControlEventStatsTest.java

@@ -0,0 +1,101 @@
+/*
+ * Copyright 2021 Google LLC
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions are
+ * met:
+ *
+ *     * Redistributions of source code must retain the above copyright
+ * notice, this list of conditions and the following disclaimer.
+ *     * Redistributions in binary form must reproduce the above
+ * copyright notice, this list of conditions and the following disclaimer
+ * in the documentation and/or other materials provided with the
+ * distribution.
+ *     * Neither the name of Google LLC nor the names of its
+ * contributors may be used to endorse or promote products derived from
+ * this software without specific prior written permission.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+ * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+ * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+ * A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+ * OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+ * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+ * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+ * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+ * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ */
+package com.google.api.gax.batching;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertNotNull;
+import static org.junit.Assert.assertNull;
+import static org.junit.Assert.fail;
+
+import com.google.api.gax.batching.FlowControlEventStats.FlowControlEvent;
+import com.google.api.gax.batching.FlowController.MaxOutstandingRequestBytesReachedException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.JUnit4;
+
+@RunWith(JUnit4.class)
+public class FlowControlEventStatsTest {
+
+  @Test
+  public void testCreateEvent() {
+    long timestamp = 12345, throttledTimeMs = 5000;
+    FlowControlEvent event = FlowControlEvent.createReserveDelayed(timestamp, throttledTimeMs);
+    assertEquals(event.getTimestampMs(), event.getTimestampMs());
+    assertEquals(throttledTimeMs / 1000, event.getThrottledTime(TimeUnit.SECONDS).longValue());
+    assertNull(event.getException());
+
+    MaxOutstandingRequestBytesReachedException exception =
+        new MaxOutstandingRequestBytesReachedException(100);
+    event = FlowControlEvent.createReserveDenied(timestamp, exception);
+    assertEquals(timestamp, event.getTimestampMs());
+    assertNotNull(event.getException());
+    assertEquals(exception, event.getException());
+    assertNull(event.getThrottledTime(TimeUnit.MILLISECONDS));
+
+    try {
+      event = FlowControlEvent.createReserveDenied(null);
+      fail("FlowControlEvent did not throw exception");
+    } catch (NullPointerException e) {
+      // expected, ignore
+    }
+  }
+
+  @Test
+  public void testGetLastEvent() throws InterruptedException {
+    final FlowControlEventStats stats = new FlowControlEventStats();
+    final long currentTime = System.currentTimeMillis();
+
+    List<Thread> threads = new ArrayList<>();
+    for (int i = 1; i <= 10; i++) {
+      final int timeElapsed = i;
+      Thread t =
+          new Thread() {
+            @Override
+            public void run() {
+              stats.recordFlowControlEvent(
+                  FlowControlEvent.createReserveDelayed(currentTime + timeElapsed, timeElapsed));
+            }
+          };
+      threads.add(t);
+      t.start();
+    }
+
+    for (Thread t : threads) {
+      t.join(10);
+    }
+
+    assertEquals(currentTime + 10, stats.getLastFlowControlEvent().getTimestampMs());
+    assertEquals(
+        10, stats.getLastFlowControlEvent().getThrottledTime(TimeUnit.MILLISECONDS).longValue());
+  }
+}